Engineering Manager - Machine Learning
Tasks
- Build scalable model training pipelines
- Coach mentor and sponsor engineers
- Coordinate with ML engineering data science and research teams
- Deploy machine learning models to production
- Design distributed compute infrastructure
- Develop model serving infrastructure
- Implement MLOps standards
- Lead machine learning infrastructure teams
- Monitor model performance in production
- Optimize GPU cluster utilization
Perks/Benefits
Skills/Tech-stack
Agent Orchestration | BigQuery | CUDA | Distributed Systems | Docker | GCP | GPU Optimization | Kubernetes | LLM | MLOps | Model Serving | Postgres | Prefect | PyTorch | Python | Ray | Weights and Biases
Education
N/A
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